As deep learning develops, LayoutGAN [1]}, LayoutVAE [2]} and VTN [3]} appear to produce layouts from noise. Meanwhile, some conditional layout generation methods have been proposed [4]}, [5]}, [6]}, [7]}. But all these methods concentrate on learning the internal relationship of graphic elements and ignore visual content.
